Losing to a shitty team in any sport. In college football, a "bad loss" will typically knock a team out of contention for a national championship. In college basketball too many "bad losses" can keep a team out of the NCAA tournament.

Person 1: "Wow, I can't believe Stanford lost to Utah! What a bad loss!"